System and method for enabling wagering event between sports activity players with stored event metrics

ABSTRACT

Individual sports event activities are recorded along with metric results of individual or collective results of the activities. The data from these recordings and metrics are provided to a central gaming server. Individual players offer wagers of value to be used in competition against other individual or groups of players. The central gaming server compares the metrics of at least two individual players that have offered wagers of values and determines a winning individual player based on the comparison of metrics.

BACKGROUND OF THE INVENTION 1. Field of the Invention

The present invention relates to the fields of wagering, wagering onrecorded personal physical activities, and the creation of a wageringenvironment in a remote gaming server that compares metrics fromrecorded personal physical activities.

2. Background of the Art

Human beings have competed in widely diverse ways for both tangible andintangible objects of need and desire. Such objects of need or desirehave included: food; shelter; land; rewards, prizes, natural resources;fame; fortune; diversion or recreation such as sports and games.

While the nature of man appears to not have changed fundamentally overthe course of time, it is clear that his choice of tools and weaponshave changed in step with his increase in technological skill andknowledge.

In the late 1960's, the globally-extensive information infrastructure,now referred to as the Internet, was developed by the United StatesGovernment as a tool for national defense and survival in world ofintense global competition and military struggle. Ironically, somethirty years later, with the technological development of the HyperTextTransport Protocol (HTTP), the HyperText Markup Language (HTML), and theDomain Name System (DNS), a globally-extensive hyper-linked databasereferred to as the World Wide Web (WWW) has quickly evolved upon theinfrastructure of the Internet. By virtue of the WWW, billions and eventrillions of information resources, located on millions of computingsystems at different locations, have been linked in complex ways servingthe needs and desires of millions of information resource users underthe domains .net, .edu, .gov, .org, .com, .mil, etc. of the DNS.

The overnight popularity and success of the WWW can be attributed to thedevelopment of GUI-based WWW browser programs which enable virtually anyhuman being to access a particular information resource (e.g.HTML-encoded document) on the WWW by simply entering its UniformResource Locator (URL) into the WWW browser and allowing the HTTP toaccess the document from its hosting WWW information server andtransport the document to the WWW browser for display and interaction.The development of massive WWW search engines and directory services hassimplified finding needed or desired information resources usingGUI-enabled WWW browsers.

A consequence of the WWW is that the GUI-based WWW browser andunderlying infrastructure of the Internet (e.g. high-speed IP hubs,routers, and switches) has been to provide human beings world over witha new set of information-related tools that can be used in everexpanding forms of human collaboration, cooperation, and competition.

WWW-enabled applications have been developed, wherein human beingsengage in either a cooperative or competitive activity that isconstrained or otherwise conditioned on the variable time. Recentexamples of on-line or Web-enabled forms of time-constrained competitioninclude: on-line or Internet-enabled purchase or sale of stock,commodities or currency by customers located at geographically differentlocations, under time-varying market conditions; on-line orInternet-enabled auctioning of property involving competitive pricebidding among numerous bidders located at geographically differentlocations; and on-line or Internet-enabled competitions among multiplecompetitors who are required to answer a question or solve a puzzle orproblem under the time constraints of a clock, for a prize and/or anaward. There are websites where strategic board games (e.g.,Boardgamearena.com), poker (e.g., pokernet.com), duplicate bridge(Bridgebaseonline.com), and other types of competitive events.

In some of the above Internet-supported applications or processes, therecurrently exists an inherent unfairness among the competitors due to atleast six important factors, namely: (1) the variable latency of (ordelay in) data packet transmission over the Internet, dependent on thetype of connection each client subsystem has to the Internetinfrastructure; (2) the variable latency of data packet transmissionover the Internet, dependent on the volume of congestion encountered bythe data packets transmitted from a particular client machine; (3) thevulnerability of these applications to security breaches, tampering, andother forms of manipulation by computer and network hackers; (4) thelatency of information display device used in client subsystemsconnected to the Internet; (5) the latency of information input deviceused in client subsystems connected to the Internet; (6) the latency ofthe central processing unit (CPU) used in the client machine; and (7)the relative physical or mental ability of competitors.

The first six limitations or unfairness factors are technical issuesthat can be address by some advances in technology. [0014] As larger andlarger numbers of competitors are involved in a time-constrainedcompetition, it becomes more and more likely that there will be a tiebetween two or more competitors. Typically, it is preferable to avoidties and be able to identify a single competitor as the winner. Atime-constrained competition system intended to manage extremely largenumbers of competitor must be able to resolve the time of the responsesproduced by such competitors in order to avoid or reduce the occurrenceof ties.

Regarding the third unfairness factor, it is important to point out thateach of the above-described time-constrained forms of Internet-supportedcompetition are highly vulnerable to security breaches, tampering, andother forms of intentional network disruption by computer and networkhackers. Although the use of a local clock insures fairness, it alsoraises a potential security problem with the system. Theoretically, anunscrupulous competitor could intercept and modify communicationsbetween the client and server, thereby falsifying the timestamps andgaining an unfair advantage over other competitors. Alternatively, anunscrupulous competitor could modify the local clock, either throughsoftware or hardware means, or interfere with the clock synchronizationprocedure, again gaining an unfair advantage over other competitors. Theordinary encryption/decryption techniques suggested in U.S. Pat. No.5,820,463 are simply inadequate to prevent cheating or violation ofunderlying rules of fairness associated with such time-constrained formsof Internet-supported or Internet-enabled competition.

Regarding the fourth unfairness factor, it is important to point outthat different types of information display devices have faster refreshrates. In the time-constrained competitions described above, the mostcommon information display device used on client subsystems is thecathode ray tube (CRT) display monitor. In a CRT display monitor, theimages presented to the user are drawn by an electron beam onto thescreen from top to bottom, one scanline at a time. When the electronbeam reaches the bottom, it must then travel back to the top of themonitor in order to prepare to output the first scanline again. Theperiod in which the beam returns to the top of the screen is known asthe retrace period. The overall frequency of the screen refreshing andretrace cycle is determined by the frequency of the verticalsynchronization pulses in the video signal output by the computer. Thisfrequency is often referred to as the vertical sync rate. In mostmonitors this rate ranges from 60 to 150 Hz. Unless the vertical redrawtime is synchronized with the desired competition “start-time” intime-constrained competition at hand, a random error in the start timeis created due to the uncertainty of the actual time the query, bid,price or other information element will be displayed on the displayscreen of a particular client system used to participate in thetime-constrained competition at hand. This “information display latency”error can be as much as ten milliseconds or more depending on thevertical sync rate, and is in addition to any other errors in thestart-time caused by network latency, computer processing time, andother factors. Therefore, real-time, player-versus-player competitionsonline can be significantly impacted by apparatus parameters and not bythe skill or effort of the players.

U.S. Pat. No. 5,775,996 addresses the problem of information displaylatency by providing a method and apparatus for synchronizing the videodisplay refresh cycles on multiple machines connected to an informationnetwork. This method involves using methods similar to NTP (networktimekeeping protocol) or other clock synchronization algorithms in orderto synchronize both the phase and frequency of the vertical refreshcycle on each display. First, the monitors are set to the same frequencyusing standard video mode setting functions available in the operatingsystem. Next, the phase of the cycle is adjusted by repeatedly switchingin and out of “interlaced” mode. Since the interlaced modes havedifferent timings than the standard modes, switching briefly into aninterlaced mode will affect the phase of the refresh cycle.

Regarding the fifth “unfairness factor”, it must be pointed out thatdifferent types of information input devices have faster informationinput rates. In the time-constrained competitions described above, themost common information input device used on today's client subsystemsis the manually-actuated keyboard. In response to manual keystrokes bythe competitor at his or her client machine, and electronic scanningoperations, the keyboard generates a string of ASCII characters that areprovided as input to the client system bus and eventually read by theCPU in the client machine. Only when the desired information string istyped into the client machine, and the keyboard return key depressed,will the keyed-in information string be transmitted to the informationserver associated with the time-constrained competition. Those withphysical handicaps, and those using low-speed information input devices,will have their responses, commands and/or instructions transmitted withgreater latency, and therefore arriving at the information server at alater time, assuming all other factors maintained constant for allcompetitors. In short, depending on the type of input device used, acompetitor participating in an Internet-supported time-constrainedcompetition can be put at a serious disadvantage in comparison withthose using high-speed information input devices and high-speedprocessors. When competing against androidal competition (e.g. thinkingmachines), as currently used in electronic-based securities andcommodity trading, an d electronic-based auctions, human competitors areplaced at a great disadvantage in rapidly changing markets andfast-paced auctions.

Consequently, the six “unfairness” factors discussed above compromisesthe integrity any form of time-constrained competition supported on orotherwise enabled over the Internet. This must be satisfactorilyresolved in order ensure fundamental principles of fairness and fairplay that have come to characterize the systems of government, justice,securities, commodities and currency market trading, sportsmanship, andeducational testing, in the United States of America and abroad.

Published US Patent Application Document No. 20020026321 (Faris)describes one solution addressing some of these issues with an improvedsystem and method of fairly and securely enabling timed-constrainedcompetitions over the Internet among millions of competitors whilecompensating for the variable network communication latenciesexperienced by client machines used by the competitors.

The system employs globally time-synchronized Internet informationservers and client machines in order to synchronize the initial displayof each invitation to respond (e.g. stock price to buy or sell, query toanswer, or problem to solve) on a client machine so each competitor canrespond to the invitation at substantially the same time, regardless ofhis or her location on the planet, or the type of Internet-connectionused by his or her client machine. Also, by using globallytime-synchronized client machines, each competitor's response issecurely time and space stamped at the client machine to ensure thatcompetitor responses are resolved within microsecond accuracy.

US 2007/0074504 (Maul) describes an interactive simulated golfcompetition performed online.

US 2020/0074181 (Chang) describes a data processing system forgenerating interactive user interfaces and interactive game systemsbased on spatiotemporal analysis of video content.

US 2018/0158286 (Strauss) evidences a virtual world of sportscompetition with an integrated wagering/betting system.

US 2019/0388791 (Lapointe) evidences systems and methods for providingsports performance data over a wireless network.

A non-golfer might believe that in golf, the USGA handicap system wouldbalance out golfers of all skill levels. The USGA even states that“Thanks to the USGA Handicapping System, all golfers can compete on anequal basis. The USGA Course Rating System ensures that golf courses arerated in relation to all other courses. The USGA Slope System adjusts aplayer's USGA Handicap Index according to the difficulty of a course. Asa result, no matter who golfers play with—or where they play—they canenjoy a fair game.” This is not accurate when there is a contest ofskill sets, such as total driving distance, carry with a driver,accuracy with a driver and other single shot specific events.

In U.S. Pat. No. 6,321,128 (Costin IV et al.), a virtual golf game isdescribed, detailing “A system and method adequately and accuratelycompares golf scores from two different courses by comparing therelative difficulty of each course played and the relative ability ofthe players in conjunction with a selected Tournament course, which maybe an imaginary or physical course, for determining the winner of amatch or game of golf.” While this system appears to be considering asimilar solution to the competition of golfers on separate golf courses,it is unnecessary to involve an additional, separate Tournament coursefor adequate and equitable comparisons. Furthermore, by making onepossibility of the suggested Tournament course be an imaginary course,the reliable adherence to generally accepted golfing standards set forthby the USGA for rating golf courses is discarded; imaginary coursescannot be accurately and equitably rated with real golf courses, nor canthey be physically played upon. In addition, this patent further states“after each player has played a game of golf, the scores are arranged byhole length for each given course; after which the scores aretransferred to the Tournament course which has also been arranged byhole length, shortest to longest.” The suggested method involved for theposting of scores does not take place in real-time, nor is datacommunicated in real-time via wireless device through a real-timewireless Network; instead the posting of scores takes place “after eachplayer has played a game of golf”.

Golf Simulator Background

There are numerous modalities of providing golf simulators and enablingthe generation of metrics for use in the present invention. Theseexisting systems may be connected into the system with additionalcontent of handicaps, wager amounts, player identification and theverification and security systems discuss above.

These systems include by way of non-limiting examples, the following USPatent Documents:

US Document No. 20040241630 (Hutchon) which provides a golf simulatorcomprising a launch area facing a screen at which the ball is driven andused to display part of a golf course. Sensors detect the impact of aball on the screen, and/or flight towards it, and/or club headtrajectory. The launch area is a playing surface panel tiltable by adisplacement device, to provide a desired slope angle α and slopedirection β relative to a driving direction. A computer is connected tothe sensors and displacement device, and programmed to control displayof the course, based on its topography, and position of the launch area,and compute an estimated ball trajectory, ball lie based on theestimated trajectory and landing zone topography. The computer thencontrols the screen display and displacement device so that the nextdrive can be played from a realistic lie.

US Documents Nos. 20040248661 and 20060270483 (O'Mahony) disclose apractice golf swing device which permits the swinger of a golf club tohit a variable height replica golf ball that is fixedly attached to auniversally pivoting arm (swivel arm) that moves in direct proportion tothe swing path and speed of the golf club. The motion thus initiated inthe swivel arm may be measured at the base of the arm (knuckle ball)using an optical/digital sensing output as disclosed in U.S. Pat. Nos.5,288,993 and 5,703,356 with this measurement being computed so as tonumerically or graphically depict the movement. This graphical depictionmay be viewed as a pictorial view of a golf ball in flight along thepath that would be expected had the ball been struck by a golf ball withthe same force and direction that is imparted to the replica golf ball,which is attached to the pivot arm of the device. The apparatus has aself-zeroing capability that provides an identical “at rest” positionprior to impact. Thus, the only force that can affect the measuredmovement of the arm and the replica golf ball is the force applieddirectly to the ball at the point in time of impact.

US Document No. 20120306892 (Rongqing) describes a mobile target screenfor ball game practicing and simulation. Tow force sensors are mountedat each of the four corners of the frame which holds a target screen.Measurements form the force sensors are used to compute and display arepresentation of ball speed, the location of the ball on the targetscreen, and the direction of the ball motion. These parameters can beused to predict the shooting distance and the landing position of theball. It also provides enough information to predict the trajectory ofthe ball which can be displayed on a video screen which communicateswith the sensors through a wireless transceiver.

US Document No. 20200038742 (Van Wagoner) describes systems that relateto simulation, generally, and in some embodiments, more specifically tosimulating a flight path of a golf ball. In such embodiments, a computermay be adapted to determine a first trajectory of the golf ball based onone linear expression; determine variations based on a flight path ofthe golf ball according to a first plane and a second plane, the firstplane and second plane having orthogonality; adjust the first trajectorybased on the variations; and provide a virtual golf ball with a virtualflight path based on the adjusted trajectory. A golf simulator,comprising: an image capture system comprising a first camera and asecond camera, wherein the first camera and the second camera areadapted to be positioned in a stereographic arrangement; and a computer,wherein the computer is adapted to generate simulation data of a golfball flight path responsive to a club swing event by: determining afirst trajectory of the golf ball based on a linear expression;determining variations responsive to a flight path of the golf ballaccording to a first plane and a second plane, the first plane andsecond plane having orthogonality; adjusting the first trajectoryresponsive to the variations; and generating simulation data indicativeof a virtual golf ball with a virtual flight path responsive to theadjusted trajectory.

Each document cited in this application are incorporated by reference intheir entirety.

The seventh inequality factor can be addressed by another modality thatalso overcomes many of the technical and performance inequalitiescreated by the use of different apparatus. That new modality isaddressed in the practice of the present invention and its descriptionbelow.

SUMMARY OF THE INVENTION

Individual sports event activities are recorded along with metricresults of individual or collective results of the activities. The datafrom these recordings and metrics are provided to a central gamingserver. Individual players offer wagers of value to be used incompetition against other individual or groups of players. The centralgaming server compares the metrics of at least two individual playersthat have offered wagers of values and determines a winning individualplayer based on the comparison of metrics.

BRIEF DESCRIPTION OF THE FIGURES

FIG. 1 is an isometric view of a golf simulator, in accordance with anembodiment of the disclosure;

FIG. 2 is a top-down view of the golf simulator of FIG. 1, in accordancewith an embodiment of the disclosure; and

FIG. 3 is a top-down view of a hitting mat, in accordance with anembodiment of the disclosure.

FIG. 4 is a side view of a dart arena with image capture devices torecord a dart throwing event.

DETAILED DESCRIPTION OF THE INVENTION

A method of and system for executing a wagering event between at leasttwo players may include:

providing a visual recording system having a range of view thatencompasses a player's physical activities in executing a physical sportactivity selected from the group consisting of golf, bowling, archery,basketball shooting, darts, hitting a ball with a bat, club or racquet,and fixed equipment exercise activities. The at least two players istypically two players, but party groups of friends or groups in avirtual league, or just distally associated groups or locations (e.g.,groups in a bar in Wisconsin versus a group in a bar in London, England)can set up matches that are not live (because of the time differentials)and can socially or regularly compete over periods of time. Groups neednot be limited in total number, but groups of fewer than 20 on each teamwould be preferred. (Competitions between more than 2 people do not haveto occur in groups. For example, there could be a tournament-likecompetition where 10 or even 100 individuals with no connection to oneanother compete in this system across multiple networked devices withthe top 10 or top 5 players winning a portion of the prize pool)

At each location where a player is located, a recording is made of asingle sport activity event or a series of sport activity events for asingle sport activity for a single player and metric results for thatsingle sport activity event. After the recording, the local system willthen be transmitting as data the recording of the single sport activityevent or series of sport activity events and the metric results for thesingle player to a central gaming server, the gaming server storing thedata with an electronically readable name associated with the singleplayer.

A second single sport activity player (not necessarily and not likely tobe at the same time) executes a same single sport activity with a sameor different visual recording system to provide a second single sportactivity player recording and metric results.

The second single sport activity player location will then betransmitting as data the recording of the second single sport activityevent or series of sport activity events and the metric results for thesecond single player to a central gaming server, the gaming serverstoring the data with an electronically readable name associated withthe single player.

Each of the single sport activity player and the second sport activityplayer agrees to a competitive wager (e.g., in monetary value, beveragecosts, commercial value, etc.) for value in comparing individual metricsfor the single sport activity player and the second sport activityplayer for the single sport activity event.

The central gaming server then compares the metrics for the single sportactivity player and the second sport activity player for the singlesport activity event and the central game server determining by a directcomparison of the individual metrics a winner of the value of the wager.

The central game server should date stamp each transmission of data andassociates that date stamp as well as the transmitted data withrespective sport activity players. To even out competition among playersof different abilities, the metrics should be compared using a storedhandicapping value for the single sport activity player and the secondsingle sport activity player. The handicapping may include values of atleast one of distance, speed, accuracy, time and score. For example, ina golf driving competition, players based on past performances may haveyardage added or subtracted from actual performance, either in absoluteterms and distances or in proportions of distances between the averagedrives, for example) two players competing for distance. For example, ifthere are two players with a statistical background of results of 223yards average driving distance, and another with a statisticalbackground of results of 187 yards average driving distance (adifference of 36 yards), the event between the two could be handicappedby adding 45% of the difference to the shorter hitting player andreducing the measured distance of the longer hitter by 45%. In thiscase, adding and subtracting 16.2 yards from each player. This wouldleave a much more fair differential of 3.6 yards statistical differencebetween the two players. This still offers the better (longer hitting)player a slight statistical advantage, but significantly equalizes thecompetition. Other statistical handicapping percentages (even add theadvantage to the less skilled player at more than +50% differentialscould be used.

The method may be preferred wherein the single sport activity eventcomprises golf and the visual recording also includes visual orelectronic measurement of golf club head speed and position at a momentof impact with a golf ball. In this method, the single sport activityevent comprises golf and the visual recording is converted into thetransmitted data to include a metric based on an amount of energytransferred from a golf club head to a golf ball, an amount of spin onthe golf ball immediately after impact of the golf ball with the golfclub head, an angle at which the golf ball takes off after separationfrom the golf club head, how far the golf ball would travel in air underdefined ambient conditions, ball speed immediately after the golf ballleaves the golf club head, the sped of the golf club head at impact, anamount of loft on the golf club head face at a time of impact with thegolf ball, an amount of loft on the golf club head face at the time ofimpact with the golf ball, and a face angle for the golf club head face.The method may include the central game server making a comparison ofmultiple events of transmitted data for a single sport activity playerto assure that repeated data is not used in multiple wagering events.The cycling may be fixed equipment exercise activity and sensors arepresent on a stationary cycling apparatus to measure pedal speed, pedalresistance and time. The method may include dart throwing at a targetwhich is used as the physical activity and metrics transmitted include ascore attained by individual darts on a dart board. The dart board maybe electronic or physical with the image of the physical dart boardbeing used to capture final dart position and the game serverdetermining points or accuracy metrics.

The actual competitive players and the competitive player individualevent metrics used in the method may be chosen by the central gameserver. The server may randomly select the first single sport activityplayer recording and metric results and the second single sport activityplayer recording and metric results to compete against each other. Thisrandom selection by the central game server should be limited withinranges of handicapped abilities of the first single sport activityplayer and the second single sport activity player. The selection of thefirst single sport activity player and the second single sport activityplayer is commanded or identified to the central game server by thefirst single sport activity player and the second single sport activityplayer.

The above cited Lapointe Patent offers some insight into technology thatcan be incorporated into the present methods and systems, withalteration of the software and operation making the present system moreefficient, more flexible and enabling greater accuracy in competitiveevents.

Technical Enablement

Lapointe illustrates an example implementation of the video playerapplication. The video player application may include a GUI module, anintegration module, an access management module, a video transformationmodule, a time transformation module, and a data management module. Thevideo player application may include additional or alternative modulesnot discussed therein.

In some embodiments, the GUI module receives commands from a user anddisplays video content, including augmented video content, to the uservia the user interface. In embodiments, the GUI module displays amenu/selection screen (e.g., drop down menus, selection elements, and/orsearch bars) and receives commands from a user corresponding to theavailable menus/selection items via a user via the user interface. Forexample, the GUI module may receive an event selection via a drop-downmenu and/or a search bar/results page. In embodiments, an eventselection may be indicative of a particular sport and/or a particularmatch. In response to an event selection, the GUI module may provide theevent selection to the integration module. In response, the GUI modulemay receive a video stream (of one or more video streams capturing theselected event) from the video transformation module and may output avideo corresponding to the video feed via the user interface. The GUImodule may allow a user to provide commands with respect to the videocontent, including commands such as pause, fast forward, and rewind. TheGUI module may receive additional or alternative commands, such as “makea clip,” drill down commands (e.g., provide stats with respect to aplayer, display players on the playing surface, show statisticscorresponding to a particular location, and the like), switch feedcommands (e.g., switch to a different viewing angle), zoom in/zoom outcommands, select link commands (e.g., selection of an advertisement),and the like.

The integration module receives an initial user command to view aparticular sport or game and instantiates an instance of a video player(also referred to as a “video player instance”). In embodiments, theintegration module receives a source event identifier (ID), an accesstoken, and/or a domain ID. The source event ID may indicate a particulargame (e.g., distance golf, dart accuracy, tiddlywinks run, bowlingscore, tennis serves, etc.). The access token may indicate a particularlevel of access that a user has with respect to a game or league (e.g.,the user may access advanced content may include multi-view feed). Thedomain ID may indicate a league or type of event. In embodiments, theintegration module may instantiate a video player instance in responseto the source event ID, the domain ID, and the access token. Theintegration module may output the video player instance to the accessmanagement module. In some embodiments, the integration module mayfurther output a time indicator to the access management module. A timeindicator may be indicative of a time corresponding to a particularframe or group of frames within the video content. In some of theseembodiments, the time indicator may be a wall time. Other timeindicators, such as a relative stream (e.g., 10 seconds from t=0), maybe used, however.

The access management module receives the video player instance andmanages security and/or access to video content and/or data by thevideo-recorded player from a multimedia system. In embodiments, theaccess management module may expose a top layer API to facilitate theease of access to data by the video-recorded player instance. The accessmanagement module may determine the level of access to provide thevideo-recorded player instance based on the access token. Inembodiments, the access management module implements a single exportedSDK that allows a data source (e.g., multimedia servers) to manageaccess to data. In other embodiments, the access management moduleimplements one or more customized exported SDKs that each containrespective modules for interacting with a respective data source. Theaccess management module may be a pass through layer, whereby thevideo-recorded player instance is passed to the video transformationmodule.

In some embodiments, the video transformation module receives the videoplayer instance and obtains video feeds and/or additional contentprovided by a multimedia server (or analogous device) that may bedisplayed with the video encoded in the video feeds. In someembodiments, the video transformation module receives the video contentand/or additional content from the data management module. In some ofthese embodiments, the video transformation module may receive a smartpipe that contains one or more video feeds, audio feeds, data feeds,and/or an index. In some embodiments, the video feeds may betime-aligned video feeds, such that the video feeds offer differentviewing angles or perspectives of the event to be displayed. Inembodiments, the index may be a spatio-temporal index. In theseembodiments, the spatio-temporal index identifies information associatedwith particular video frames of a video and/or particular locationsdepicted in the video frames. In some of these embodiments, thelocations may be locations in relation to a playing surface (e.g., atthe one-hundred and fifty-yard marker from the tee box or at the freethrow line) or defined in relation to individual pixels or groups ofpixels. It is noted that the pixels may be two-dimensional pixels orthree-dimensional pixels (e.g., voxels). The spatio-temporal index mayindex participants on a playing surface (e.g., players on a basketballcourt), statistics relating to the participants (e.g., Player A hasdriven ball 232 yards), statistics relating to a location on the playingsurface (e.g., Team A has made 30% of three-pointers from a particulararea on a basketball court), advertisements, score bugs, graphics, andthe like. In some embodiments, the spatio-temporal index may index walltimes corresponding to various frames. For example, the spatio-temporalindex may indicate a respective wall time for each video frame in avideo feed (e.g., a real time at which the frame was captured/initiallystreamed).

The video transformation module receives the video feeds and the indexand may output a video to the GUI module. In embodiments, the videotransformation module is configured to generate augmented video contentand/or switch between different video feeds of the same event (e.g.,different camera angles of the event). In embodiments, the videotransformation module may overlay one or more GUI elements that receiveuser selections into the video being output. For example, the videotransformation module may overlay one or more visual selection elementsover the video feed currently being output by the GUI module. The visualselection elements may allow a user to view information relating to theevent depicted in the video feed, to switch views, or to view a recenthighlight. In response to the user providing a command via the userinterface of the client device, the video transformation module mayaugment the currently displayed video feed with augmentation content,switch the video feed to another video feed, or perform other videotransformation related operations.

The video transformation module may receive a command to displayaugmentation content. For example, the video transformation module mayreceive a command to display information corresponding to a particularlocation (e.g., a pixel or group of pixels) and a particular frame. Inresponse to the command, the video transformation module may referencethe spatio-temporal index to determine an object (e.g., a player) thatis located at the particular location in the particular frame. The videotransformation module may retrieve information relating to the object.For example, the video transformation module may retrieve a name of aplayer or statistics relating to a player or a location on the playingsurface. The video transformation module may augment the current videofeed with the retrieved content. In embodiments, the videotransformation module may request the content (e.g., information) fromthe multimedia server via the data management module. In otherembodiments, the content may be transmitted in a data feed with thevideo feeds and the spatio-temporal index. In response to receiving therequested content (which may be textual or graphical), the videotransformation module may overlay the requested content on the outputvideo. The video transformation module may determine a location in eachframe at which to display the requested data. In embodiments, the videotransformation module may utilize the index to determine a location atwhich the requested content may be displayed, whereby the index maydefine locations in each frame where specific types of content may bedisplayed. In response to determining the location at which therequested content may be displayed, the video transformation module mayoverlay the content onto the video at the determined location.

In some embodiments, the video transformation module may receive acommand to switch between video feeds in response to a user command toswitch feeds. In response to such a command, the video transformationmodule switches the video feed from the current video feed to arequested video feed, while maintaining time-alignment between the video(i.e., the video continues at the same point in time but from adifferent feed). For example, in streaming a particular golf shot andreceiving a request to change views, the video transformation module mayswitch from a side view to behind the driver view without interruptingthe action of the swing. The video transformation module may time alignthe video feeds (i.e., the current video feed and the video feed beingswitched to) in any suitable manner. In some embodiments, the videotransformation module obtains a wall time from the time transformationmodule corresponding to a current frame or upcoming frame. The videotransformation module may provide a frame identifier of the currentframe or the upcoming frame to the video transformation module. Inembodiments, the frame identifier may be represented in block plusoffset form (e.g., a block identifier and a number of frames within theblock). In response to the frame identifier, the time transformationmodule may return a wall time corresponding to the frame identifier. Thevideo transformation module may switch to the requested video feed,whereby the video transformation module begins playback at a framecorresponding to the received wall time. In these embodiments, the videotransformation module may obtain the wall time corresponding to thecurrent or upcoming frame from the time transformation module, and mayobtain a frame identifier of a corresponding frame in the video feedbeing switched to based on the received wall time. In some embodiments,the video transformation module may obtain a “block plus offset” of aframe in the video feed being switched to “based on the wall time.” Theblock plus offset may identify a particular frame within a video streamas a block identifier of a particular video frame and an offsetindicating a number of frames into the block where the particular videoframe is sequenced. In some of these embodiments, the videotransformation module may provide the video transformation module withthe wall time and an identifier of the video feed being switched, andmay receive a frame identifier in block plus offset format from the timetransformation module. In some embodiments, the video transformationmodule may reference the index using a frame identifier of a current orupcoming frame in the current video feed to determine a time alignedvideo frame in the requested video feed. It is noted that while the“block plus offset” format is described, other formats of frameidentifiers may be used without departing from the scope of thedisclosure. In response to obtaining a frame identifier, the videotransformation module may switch to the requested video feed at thedetermined time aligned video frame. For example, the videotransformation module may queue up the requested video feed at thedetermined frame identifier. The video transformation module may thenbegin outputting video corresponding to the requested video feed at thedetermined frame identifier.

In some embodiments, the time transformation module receives an inputtime value in a first format and returns an output time value in asecond format. For example, the time transformation module may receive aframe indicator in a particular format (e.g., block plus offset”) thatindicates a particular frame of a particular video feed (e.g., thecurrently displayed video feed of an event) and may return a wall timecorresponding to the frame identifier (e.g., the time at which theparticular frame was captured or was initially broadcast). In anotherexample, the time transformation module receives a wall time indicatinga particular time in a broadcast and a request for a frame identifier ofa particular video feed. In response to the wall time and the frameidentifier request, the time transformation module determines a frameidentifier of a particular video frame within a particular video feedand may output the frame identifier in response to the request. The timetransformation module may determine the output time in response to theinput time in any suitable manner. In embodiments, the timetransformation module may utilize an index corresponding to an event(e.g., the spatio-temporal index corresponding to an event) to determinea wall time in response to a frame identifier and/or a frame identifierin response to a wall time. In these embodiments, the spatio-temporalindex may be keyed by frame identifiers and/or wall times, whereby thespatio-temporal index returns a wall time in response to a frameidentifier and/or a frame identifier in response to a wall time and avideo feed identifier. In other embodiments, the time transformationmodule calculates a wall time in response to a frame identifier and/or aframe identifier in response to a wall time. In some of theseembodiments, each video feed may include metadata that includes astarting wall time that indicates a wall time at which the respectivevideo feed began being captured/broadcast, a number of frames per block,and a frame rate of the encoding. In these embodiments, the timetransformation module may calculate a wall time in response to a frameidentifier based on the starting time of the video feed indicated by theframe identifier, the number of frames per block, and the frameindicated by the frame identifier (e.g., the block identifier and theoffset value). Similarly, the time transformation module may calculate aframe identifier of a requested video feed in response to a wall timebased on the starting time of the requested video feed, the receivedwall time, the number of frames per block, and the encoding rate.

In some embodiments, the time transformation module may be configured totransform a time with respect to first video feed to a time with respectto a second video feed. For example, the time transformation module mayreceive a first frame indicator corresponding to a first video feed andmay output a second frame indicator corresponding to a second videofeed, where the first frame indicator and the second frame indicatorrespectively indicate time-aligned video frames. In some of theseembodiments, the time transformation module may utilize an indexcorresponding to an event (e.g., the spatio-temporal index correspondingto an event) to determine the second frame identifier in response to thesecond frame identifier. In these embodiments, the spatio-temporal indexmay be keyed by frame identifiers and may index frame identifiers ofvideo frames that are time-aligned with the video frame referenced byeach respective frame identifier. In other embodiments, the timetransformation module calculates the second frame identifier in responseto the first identifier. In some of these embodiments, the timetransformation module may convert the first frame identifier to a walltime, as discussed above, and then may calculate the second frameidentifier based on the wall time, as described above.

In some embodiments, the data management module requests and/or receivesdata from external resources and provides the data to a requestingmodule. For example, the data management module may receive the one ormore video feeds from a multimedia server. The data management modulemay further receive an index (e.g., spatio-temporal index) correspondingto an event being streamed. For example, in some embodiments, the datamanagement module may receive a smart pipe corresponding to an event.The data management module may provide the one or more video feeds andthe index to the video transformation module. In embodiments, the datamanagement module may expose one or more APIs of the video playerapplication to external resources, such multimedia servers and/orrelated data servers (e.g., a server that provides game information suchas player names, statistics, and the like). In some embodiments, theexternal resources may push data to the data management module.Additionally or alternatively, the data management module may beconfigured to pull the data from the external resources.

In some embodiments, the data management may receive requests for datafrom the video management module. For example, the data managementmodule may receive a request for information relating to a particularframe identifier, a location within the frame indicated by a frameidentifier, and/or an object depicted in the frame indicated by a frameidentifier. In these embodiments, the data management module may obtainthe requested information and may return the requested information tothe video management module. In some embodiments, the external resourcemay push any information that is relevant to an event to the datamanagement module. In these embodiments, the data management module mayobtain the requested data from the pushed data. In other embodiments,the data management module may be configured to pull any requested datafrom the external resource. In these embodiments, the data managementmodule may transmit a request to the external resource, whereby therequest indicates the information sought. For example, the request mayindicate a particular frame identifier, a location within the frameindicated by a frame identifier, or an object (e.g., a player) depictedin the frame indicated by the frame identifier. In response to therequest, the data management module may receive the requestedinformation, which is passed to video transformation module. This frameanalysis capability can be a unique security component of the presentinvention. Different single player sport event submissions can becompared on a frame-by-frame basis (e.g., on at least 10, preferably atleast 20 consecutive frames) to assure that event data submissions arenot identical and therefore false.

In some embodiments, the data management module may be configured toobtain individual video feeds corresponding to an event. In some ofthese embodiments, the data management module may receive a request fromthe video transformation module for a particular video feedcorresponding to an event. In response to the request, the datamanagement module may return the requested video feed to the videotransformation module. The video feed may have been pushed to the videoapplication by an external resource (e.g., multimedia platform), or maybe requested (pulled) from the external resource in response to therequest. The machine learning model may include active learning andactive quality assurance on a live spatiotemporal machine learningworkflow in accordance with the various embodiments. The machinelearning workflow includes a machine learning (ML) algorithm that mayproduce live and automatic machine learning (ML) classification output(with minimum delay) as well as selected events for human qualityassurance (QA) based on live spatiotemporal data. In embodiments, thelive spatiotemporal machine learning workflow includes the data from thehuman question and answer sessions that may then be fed back into amachine learning (ML) algorithm (which may be the same as the MLalgorithm), which may be rerun on the corresponding segments of data, toproduce a time-delayed classification output with improvedclassification accuracy of neighboring events, where the time delaycorresponds to the QA process.

In some embodiments, the machine learning workflow includes data fromthe QA process being fed into ML training data to improve the MLalgorithm models for subsequent segments such as improving on the MLalgorithm and/or the ML algorithm. Live spatiotemporal data may bealigned with other imperfect sources of data related to a sequence ofspatial-temporal events. In embodiments, the alignment across imperfectsources of data related to a sequence of spatial-temporal events mayinclude alignment using novel generalized distance metrics forspatiotemporal sequences combining event durations, ordering of events,additions/deletions of events, a spatial distance of events, and thelike.

In some embodiments, the systems and methods disclosed herein mayinclude modeling and dynamically interacting with an n-dimensionalpoint-cloud. By way of this example, each point may be represented as ann-sphere whose radius may be determined by letting each n-sphere growuntil it comes into contact with a neighboring n-sphere from a specifiedsubset of the given point-cloud. This method may be similar to a Voronoidiagram in that may allocate a single n-dimensional cell for every pointin the given cloud, with two distinct advantages. The first advantageincludes that the generative kernel of each cell may also be itscentroid. The second advantage includes continuously changing shifts inthe resulting model when points are relocated in a continuous fashion(e.g., as a function of time in an animation, or the like). In someembodiments, ten golf driving events by single individual players may berepresented as ten nodes that are divided into two subsets of fiveteammates. At any given moment, each player's cell may be included in acircle extending in radius until it comes to be mutually tangent with anopponent's cell. By way of this example, players on the same team willhave cells that overlap.

In some embodiments, the systems and methods disclosed herein mayinclude a method for modeling locale as a function of time, some otherspecified or predetermined variable, or the like. In embodiments,coordinates of a given point or plurality of points are repeatedlysampled over a given window of time. By way of this example, the sampledcoordinates may then be used to generate a convex hull, and thisprocedure may be repeated as desired and may yield a plurality of hullsthat may be stacked for a discretized view of spatial variability overtime. In embodiments, a single soccer player might have their locationon a pitch sampled every second over the course of two minutes leadingto a point cloud of location data and an associated convex hull. By wayof this example, the process may begin anew with each two-minute windowand the full assemblage of generated hulls may be, for example, renderedin a translucent fashion and may be layered so as to yield a map of thegiven player's region of activity.

In some embodiments, the systems and methods disclosed herein mayinclude a method for sampling and modeling data by applying therecursive logic of a quadtree to a topologically deformed input oroutput space. In embodiments, the location of shots in a dart game maybe sampled in arc-shaped bins, which may be partitioned byangle-of-incidence to the dart board and the natural logarithm ofdistance from the dart board, and, in turn, yielding bins which may besubdivided and visualized according to the same rules governing arectilinear quadtree.

In some embodiments, the systems and methods disclosed herein mayinclude a method for modeling multivariate point-cloud data such thatlocation coordinates map to the location, while velocity (or some otherrelevant vector) may be represented as a contour map of potentialdisplacements at various time intervals. In embodiments, a dart throwertossing or [projecting a dart toward a target (especially with imagecapture of the player's arm and the dart trajectory) may be representedby a node surrounded by nested ellipses each indicating a horizon ofdisplacement for a given window of time.

In some embodiments, the systems and methods disclosed herein mayinclude a method for modeling and dynamically interacting with adirected acyclic graph such that every node may be rendered along asingle line, while the edges connecting nodes may be rendered as curvesdeviating from this line in accordance with a specified variable. Inembodiments, these edges may be visualized as parabolic curves whereinthe height of each may correspond to the flow, duration, latency, or thelike of the process represented by the given edge.

The methods and systems disclosed herein may include methods and systemsfor enabling a user to express preferences relating to display of videocontent and may include using machine learning to develop anunderstanding of at least one event, one metric related to the event, orrelationships between events, metrics, venue, or the like within atleast one video feed to determine at least one type for the event;automatically, under computer control, extracting the video contentdisplaying the event and associating the machine learning understandingof the type for the event with the video content in a video content datastructure; providing a user interface by which a user can indicate apreference for at least one type of content; and upon receiving anindication of the preference by the user, retrieving at least one videocontent data structure that was determined by the machine learning tohave content of the type preferred by the user and providing the userwith a video feed containing the content of the preferred type. Thesedata may also be used to confirm the validity of submissions, asphotoshopped and animation-enhanced images often do not obey the laws ofnature and physics, and security can be added to the gaming system byevaluation conformation to those laws.

In embodiments, the user interface where recorded events are submitted,wagering amounts identified, and player identification established,confirmed and submitted is at least one of a mobile application, abrowser, a desktop application, a remote control device, a tablet, atouch screen device, a virtual reality or augmented reality headset, anda smart phone. This is in addition to or as part of the image capturedevice recording the individual player sport action or event beingrecorded. In some embodiments, the user interface further comprises anelement for allowing a user to indicate a preference as to how contentwill be presented to the user. In embodiments, the machine learningfurther comprises determining an understanding of a context for theevent and the context is stored with the video content data structure.In embodiments, the user interface further comprises an element forallowing a user to indicate a preference for at least one context. Inembodiments, upon receiving an indication of a preference for a context,video content corresponding to the context preference is retrieved anddisplayed to the user. In embodiments, the context comprises at leastone of a) the presence of a preferred player in the video feed, b) apreferred matchup of players in the video feed, c) a preferred team inthe video feed, and d) a preferred matchup of teams in the video feed.In embodiments, the user interface allows a user to select at least oneof a metric and a graphic element to be displayed on the video feed,wherein at least one of the metric and the graphic is based at least inpart on the machine understanding.

According to technology and methodologies enables in Published US PatentDocument No. 20200012861, Chen, in some embodiments, the method of thepresent invention may further includes receiving a time-sequenced datafeed corresponding to the filmed occurrence, wherein the time-sequenceddata feed indicates information instances relating to different eventsthat were recorded with respect the filmed occurrence. The methodfurther includes time aligning the time-sequenced data feed with thebroadcast video feed and the tracking video feed. In some embodiments,tracking the one or more respective pixel locations of an objectdetected in one or more respective broadcast video frames includes:detecting the object in a first broadcast video frame of the pluralityof broadcast video frames; associating the object with a first pixellocation in the first video frame; and tracking one or more other pixellocations of the object in one or more respective broadcast video framesof the plurality of broadcast video frames, In these embodiments, thefirst pixel location corresponds to one or more pixels occupied by theobject in the first video frame, In some of these embodiments, trackingone or more respective spatial locations of the object includes:detecting the object in a first tracking video frame of the plurality oftracking video frame; associating the object in the first tracking videoframe with a first spatial location in the first tracking video framebased on the frame of reference on which the tracking camera iscalibrated; and tracking one or more other spatial locations of theobject in one or more other tracking video frames of the plurality oftracking video frames, In these embodiments, the first spatial locationdefines spatial coordinates defined with respect to a playing surfacecorresponding to the sporting competition.

In some embodiments, the method further includes generating a smart pipebased on one or more broadcast video feeds, including the broadcastvideo feed, a time-sequenced data feed corresponding to the filmedoccurrence that indicates information instances relating to differentevents that were recorded with respect to the filmed occurrence, and thespatio-temporal index, In some embodiments, the method further includestransmitting the smart pipe to a client device that requests to thebroadcast video feed. In some embodiments, the method further includestransmitting the smart pipe to a device associated with a broadcaster ofthe filmed occurrence. In some embodiments, the filmed occurrence is a

sporting competition, the object is a participant in the sportingcompetition, and the one or more information instances of thetime-sequence data feed are statistics relating to the participant, Insome embodiments, the filmed occurrence is a sporting competition takingplace on a playing surface, In some of these embodiments, the frame ofreference to which the tracking camera is calibrated is a marking on theplaying surface, In some embodiments, the method further includescalibrating a position of the broadcast camera with respect to the frameof reference to which the position of the tracking camera is calibrated,In these embodiments, the camera may be calibrated by: detecting astationary feature on the playing surface in the tracking video feed;determining an spatial location corresponding to the stationary featurebased on the calibration of the tracking camera; detecting thestationary feature in a set of broadcast video frames of the broadcastvideo feed; determining respective pixel locations of the stationaryfeature in the respective broadcast video frames in the set of broadcastvideo frames; and calibrating a position of the broadcast video framewith respect to the frame of reference based on the spatial location ofthe stationary feature and the respective pixel locations.

In some embodiments, the one or more respective pixel locations indicatepixels in a respective broadcast video frame in which at least a portionof the object resides. In some embodiments, the one or more respectivespatial locations indicate three dimensional locations of the objectwhen depicted in a respective tracking video frame and are defined as x,y, z positions, In some embodiments, the one or more respective spatiallocations indicate three dimensional locations of the object whendepicted in a respective tracking video frame and are defined as voxelsdefined with respect to an area being filmed.

According to some embodiments of the present disclosure, a method isdisclosed, In embodiments, the method includes receiving a broadcastvideo feed capturing a filmed occurrence, the broadcast video feedcomprising a plurality of broadcast video frames captured by a broadcastcamera, wherein the broadcast video feed is a video feed that isconsumable by a client device, The method further includes receiving atracking camera video feed corresponding to the filmed occurrence, thetracking camera video feed comprising a plurality of tracking videoframes and being captured by a tracking camera having a position that iscalibrated to a frame of reference, The method includes tracking one ormore respective pixel locations of an object detected in one or morerespective broadcast video frames of the broadcast video feed andtracking one or more respective spatial locations of the object based onone or more respective tracking video frames where the object isdetected in the tracking video feed, The method also includestime-aligning the broadcast video feed with the tracking video feedbased on the one or more respective pixel locations and the one or morerespective spatial locations, The method also includes generating aspatio-temporal index corresponding to the filmed occurrence based onthe time-alignment of the first broadcast video feed with the trackingvideo feed, wherein the spatio-temporal index indexes spatio-temporalinformation relating to objects detected in the broadcast video feedand/or the tracking video feed, The method further includes spatiallyaligning an augmentation item with respect to the object in a subset ofthe one or more broadcast video frames based on the spatio-temporalindex, The method also includes generating an augmented video streamhaving one or more augmented video frames based on the subset of the oneor more broadcast video frames and the spatial alignment of theaugmentation item with respect to the object, wherein the augmentationitem and the object are spatially aligned in the augmented video stream.

In some embodiments, the filmed occurrence is a sporting competition,and the object is a participant in the sporting competition and the oneor more information instances are statistics relating to the participantthat are obtained from a data feed corresponding to the sportingcompetition that is time aligned to the broadcast video feed.

In some embodiments, the method further includes associating anadvertisement with a type of event that is detectable in the subset ofbroadcast video frames, In these embodiments, generating the augmentedvideo stream further comprises: detecting an event depicted in a set ofbroadcast video frames of the broadcast video feed that is of the typeof event associated with the advertisement, In some of theseembodiments, generating the augmented video stream further comprises:detecting an event depicted in a set of broadcast video frames of thebroadcast video feed that is of the type of event associated with theadvertisement; and in response to detecting the event, augmenting atleast one broadcast video frame with the advertisement.

In some embodiments, the augmentation item is an advertisement, and theadvertisement is spatially associated with the object that is detectedin the subset of broadcast video frames.

In some embodiments, the method further includes transmitting theaugmented video stream to a client device.

According to some embodiments of the present disclosure, a method isdisclosed, In embodiments, the method includes receiving a plurality ofvideo feeds corresponding to a filmed occurrence, The method furtherincludes for each video feed, encoding the video feed to obtain aplurality of encoded video segment files, each encoded video segmentfile corresponding to a different time interval of the video feed, Themethod also includes grouping video segment files from different videofeeds into a plurality of temporal groups that share a common timeinterval, such that the video segment files in a respective temporalgroup share a beginning time boundary and an end time boundary, Themethod also includes performing one or more processing operationsselected from a plurality of processing operations on a video segmentfile in at least one of the temporal groups to obtain a processed videofeed, wherein the plurality of processing operations includes: atranscoding processing operation in which the video segment file istranscoded to obtain a transcoded video segment file; and anaugmentation processing operation in which the segment file is augmentedwith augmentation content to produce an augmented video segment file,The method also includes time aligning the processed video feed and theplurality of video feeds to obtain time aligned video feeds based on theplurality of temporal groups, and providing the time aligned video feedsto a client device.

In some embodiments, the one or more processing operations are performedasynchronously, Alternatively, the one or more processing operations areperformed in parallel.

In some embodiments, the time aligned video feeds include i)availability information that indicates respective video feeds includedin the time aligned feeds that are available for consumption, and ii)access information that defines a level of access to grant to respectiveclient devices requesting one or more of the time aligned feeds, whereinusing the availability information and the access information, areceiving client device provides time-synchronized switching between oneof: at least two encoded video segment files, at least two augmentedvideo segment files, and at least one of the encoded video segment filesand at least one of the augmented video segment files, within arespective temporal group.

In some embodiments, the client device is configured to select at leastone of the encoded video segment file and the augmented video segmentfile based on at least the availability information and the accessinformation, an amount of video playback buffering available, and asemantic understanding of the filmed occurrence depicted in the videofeed.

In some embodiments, the augmentation process operation includes addingat least one of graphics, audio, text, and player tracking data to avideo segment file to be augmented based on semantic analysis of the atleast one video segment file. In some of these embodiments, the filmedoccurrence is a sporting competition and the semantic understanding ofthe sporting competition includes at least one of a change inpossession, a timeout, a change in camera angle, and a change inpoint-of-view.

In some embodiments, the client device executes a client applicationthat is configured to receive the time aligned video feed and to switchplayback among the plurality of video segment files and the at least oneaugmented video segment file within a temporal group can be groupedwithout temporal interruption.

In some embodiments, the temporal groups are used to provide acollection of at least two of time aligned video and data feeds forcombined processing.

According to some embodiments of the present disclosure, a method fordisplaying content on a client device is disclosed, The method includesreceiving a video feed corresponding to a filmed occurrence from anexternal resource, The method also includes receiving a spatio-temporalindex corresponding to the filmed occurrence from the external resource,wherein the spatio temporal index indexes information relating to eventsand objects captured in the video feed as a function of respective videoframes in which the events and objects are detected, The method alsoincludes outputting a video corresponding to the video feed via a userinterface of the client device, The method also includes receiving auser command via the user interface to display augmented content,wherein the command is received while a particular video frame is beingdisplayed, The method further includes querying the spatio-temporalindex using a frame identifier of the particular video frame todetermine particular information that is relevant to the particularvideo frame, The method further includes obtaining the particularinformation, augmenting the video with the particular information toobtain an augmented video, and displaying the augmented video via theuser interface.

In embodiments, the spatio-temporal index further indexes theinformation as a function of respective locations within the videoframes and the user command further indicates a particular locationcorresponding to the particular video frame.

In embodiments, the spatio-temporal index is queried using theparticular location in addition to the frame identifier to obtain theparticular information. In some of these embodiments, the particularlocation corresponds to a pixel location on the user interface where anindexed object was depicted in the particular video frame, and whereinthe particular information relates to the indexed object, In some ofthese embodiments, the indexed object is a participant in the filmedoccurrence, and the particular information includes statistics relatingto the participant, In some of these embodiments, the indexed object isa playing surface on which the filmed occurrence is being played, andthe particular information indicates one or more participants depictedin the particular frame, In some of these embodiments, the indexedobject is an advertisement being displayed in the video feed, and theparticular information relates to the advertisement, In some of theseembodiments, the particular location corresponds to one or more pixels.In some of these embodiments, the particular location is defined withrespect to a playing surface depicted in the video feed.

In some embodiments, the particular information indicates one or moreparticipants depicted in the particular frame.

According to some embodiments of the present disclosure, a method foraligning video feeds is presented, The method includes receiving abroadcast video feed capturing a filmed occurrence, the broadcast videofeed comprising a plurality of broadcast video frames captured by abroadcast camera, wherein the broadcast video feed is a video feed thatis consumable by a client device, The method further includes receivinga tracking camera video feed corresponding to the filmed occurrence, thetracking camera video feed comprising a plurality of tracking videoframes and being captured by a tracking camera having a tracking cameraposition that is calibrated to a fixed frame of reference, The methodalso includes time-aligning the broadcast video feed with the trackingvideo feed and tracking one or more respective pixel locations of thefixed frame of reference in one or more respective broadcast videoframes of the broadcast video feed, The method also includes calibratinga broadcast camera position of the broadcast camera based on therespective pixel locations of the fixed frame of reference in the one ormore respective broadcast video frames and the calibration of thetracking camera position of the tracking camera, The method furtherincludes spatially aligning the broadcast video feed with the trackingvideo feed based on the tracking camera position and the broadcasttracking video, The method also includes generating a spatio-temporalindex corresponding to the filmed occurrence based on the spatialalignment and the time-alignment of the first broadcast video feed withthe tracking video feed, wherein the spatio-temporal index indexesspatio-temporal information relating to objects detected in thebroadcast video feed and/or the tracking video feed.

In embodiments, the composition of video via frames, layers and/ortracks may be generated interactively by distributed sources, e.g., basevideo of the sporting event, augmentation/information layers/frames fromdifferent providers, audio tracks from alternative providers,advertising layers/frames from other providers, leveraging indexing andsynchronization concepts, and the like. By way of this example, the baselayers and/or tracks may be streamed to the various providers as well asto the clients. In embodiments, additional layers and/or tracks may bestreamed directly from the providers to the clients and combined at theclient. In embodiments, the composition of video via frames, layersand/or tracks and combinations thereof may be generated interactively bydistributed sources and may be based on user personalizations.

In embodiments, the systems and methods described herein may include asoftware development kit (SDK) that enables content being played at aclient media player to dynamically incorporate data or content from atleast one separate content feed, In these embodiments, the SDK may usetimecodes or other timing information in the video to align the client'scurrent video playout time with data or content from the at least oneseparate content feed 4802, in order to supply the video player withrelevant synchronized media content.

A system (e.g., the system described herein) may output one or morecontent feeds Feeds 1 . . . n. The content feeds may include video,audio, text, and/or data (e.g., statistics of a game, player names). Insome embodiments, the system may output a first content feed F-1 thatincludes a video and/or audio that is to be output (e.g., displayed) bya client media player. The client media player 4808 may be executed by auser device (e.g., a mobile device, a personal computing device, atablet computing device, and the like). The client media player isconfigured to receive the first content feed and to output the contentfeed via a user interface (e.g., display device and/or speakers) of theuser device. Additionally, or alternatively, the client media player4808 may receive a third-party content feed from a third-party datasource (not shown). For example, the client media player may receive alive-game video stream from the operator of an arena. Regardless of thesource, a content feed F-2, or Fn may include timestamps or othersuitable temporal indicia to identify different positions (e.g., framesor chunks) in the content feed. The client media player may incorporatethe SDK. The SDK 4804 may be configured to receive additional contentfeeds F-2 . . . Fn to supplement the outputted media content. Forexample, a content feed FG-2 may include additional video (e.g., ahighlight or alternative camera angle). In another example, a contentfeed F-2 may include data (e.g., statistics or commentary relating toparticular game events). Each additional content feed F-2 . . . Fn-N mayinclude timestamps or other suitable temporal indicia as well. The SDKmay receive the additional content feed(s) F-2 . . . Fn and may augmentthe content feed being output by the media player with the one or moreadditional content feeds F-2 . . . Fn based on the timestamps of therespective content feeds F-1, F2, . . . Fn to obtain dynamicsynchronized media content 4810. For example, while playing a live feed(with a slight lag) or a video-on-demand (VOD) feed of a basketballgame, the SDK may receive a first additional content feed containing agraphical augmentation of a dunk in the game and a second additionalcontent feed 4802 indicating the statistics of the player who performedthe dunk. The SDK may incorporate the additional content feeds into thesynchronized media content, by augmenting the dunk in the live or VODfeed with the graphical augmentation and the statistics. In someembodiments, a client app using the SDK may allow client-side selectionor modification of which subset of the available additional contentfeeds to incorporate. In some implementations, the SDK may include oneor more templates that define a manner by which the different contentfeeds may be laid out. Furthermore, the SDK may include instructionsthat define a manner by which the additional content feeds are to besynchronized with the original content feed.

In some embodiments, the systems and methods disclosed herein mayinclude joint compression of channel streams such as successiverefinement source coding to reduce streaming bandwidth and/or reducechannel switching time, and the like.

In some embodiments, the systems and methods disclosed herein mayinclude event analytics and/or location-based games includingmeta-games, quizzes, fantasy league and sport, betting, and other gamingoptions that may be interactive with many of the users at and connectedto the event such as identity-based user input, e.g., touching orclicking a player predicted to score next. In embodiments, the eventanalytics and/or location-based games may include location-based userinput such as touching or clicking a location where a rebound or otherplay or activity is expected to be caught, to be executed, and the like.In embodiments, the event analytics and/or location-based games mayinclude timing-based user input such clicking or pressing a key toindicate when a user thinks a shot should be taken, a defensive playshould be initiated, a time-out should be requested, and the like. Inembodiments, the event analytics and/or location-based games may includeprediction-based scoring including generating or contributing to a userscore based on the accuracy of an outcome prediction associated with theuser. By way of this example, the outcome prediction may be associatedwith outcomes of individual offensive and defensive plays in the gamesand/or may be associated with scoring and/or individual playerstatistics at predetermined time intervals (e.g., quarters, halves,whole games, portions of seasons, and the like). In embodiments, theevent analytics and/or location-based games may include game state-basedscoring including generating or contributing to a user score based onexpected value of user decision calculated using analysis ofinstantaneous game state and/or comparison with evolution of game statesuch as maximum value or realized value of the game state in a givenchance or possession.

In some embodiments, the systems and methods disclosed herein mayinclude interactive and immersive reality games based on actual gamereplays. By way of this example, the interactive and immersive realitygames may include the use of one or more simulations to diverge fromactual game events (partially or in their entirety) based on user inputor a collection of user input. In embodiments, the interactive andimmersive reality games may include an action-time resolution enginethat may be configured to determine a plausible sequence of events torejoin the actual game timeline relative to, in some examples, the oneor more simulations to diverge from actual game events (partially or intheir entirety) based on user input or a collection of user input. Inembodiments, the interactive and immersive reality games may includeaugmented reality simulations that may integrate game event sequences,using cameras on located on one or more backboards and/or alonglocations adjacent to the playing court. In embodiments, the systems andmethods disclosed herein may include simulated sports games that may bebased on detailed player behavior models. By way of this example, thedetailed player behavior models may include tendencies to take differentactions and associated probabilities of success of different actionsunder different scenarios including teammate/opponent identities,locations, score differential, period number, game clock, shot clock,and the like.

A more specific example of a golf simulator that can be used to feedmetrics into the system of the present invention is described in USPatent Publication Document No. 20200038742 (Van Wagoner) as follows,with reference to FIGS. 1, 2 and 3.

FIGS. 1 and 2 illustrate an embodiment of a golf simulator system 100from an isometric and top-down perspective, respectively, in accordancewith an embodiment of the disclosure. The golf simulator system 100includes a playing surface 110, a hitting mat 120, an image capturesystem 130, a computer 140, and a display 150. The golf simulator system100 may optionally include an enclosure, but none is shown. The playingsurface 110 may be a stage or collapsible/expandable stage that has atop surface several inches to a foot above the floor, and may comprisesynthetic grass or other material.

In one embodiment, the display 150 may include a projector configured toproject images onto a screen. The display 150 may be operably coupled tothe computer 140. Image data may be generated by the computer 140 andprovided to the projector device for projection onto the screen. Inother embodiments, the display 150 may be a liquid crystal display,plasma display, or rear-project display.

The image capture system 130 may include a left camera 131, a rightcamera 132, and a trigger 133. The image capture system 130 may bepositioned by a support structure over the playing surface 110 so thatthe field of view captured by the cameras 131 and 132 includes theplaying surface 110, hitting mat 120, and at least part of the likelyflight path of a physical golf ball. The left camera 131, the rightcamera 132 and the trigger 133 may be arranged in a stereoscopic manner.In various embodiments of the disclosure the cameras 131 and 132 aredigital cameras, preferably selected to have consistent, repeatableexposure periods.

The image capture system 130 may be operably coupled to the computer140. Control signals for the image capture system 130, and moreparticularly the left camera 131, right camera 132 and trigger 133 maybe generated by the computer 140 and communicated to the image capturesystem 130. The control signals may be related to any number of featuresand functions of the image capture system 130. In various embodiments ofthe disclosure, control signals are provided during a set-up process andare indicative of an exposure time of the left camera 131 and rightcamera 132. In one embodiment, the control signals may include shutterspeed that would affect the exposure time of the cameras.

The trigger 133 may be configured to generate and communicate a controlsignal responsive to which the left camera 131 and the right camera 132capture an image or images. In various embodiments, the trigger 133 isan asynchronous device, such as a motion sensor, that is positioned andconfigured to detect the motion of a physical golf ball, and to generateand communicate a control signal to the two cameras based on theaforementioned detection. In one embodiment, the trigger 133 is linephoto-sensors behind a lens. In another embodiment, the trigger 133 maybe a camera.

Upon receiving a control signal from the trigger 133, the cameras 131and 132 may be configured to capture images. Each camera 131 and 132 mayinclude a memory to store the captured images. In another embodiment,the cameras 131 and 132 may share a memory with allocated memoryaddresses for each camera. The computer 140 may be connected to thememory and configured to retrieve the stored image(s). In variousembodiments of the disclosure, each time new images are stored in thememory, the new images overwrite any old images.

As mentioned above, the image capture system 130 may be operably coupledto the computer 140. Image capture data captured by the image capturesystem 130 may be transmitted to the computer 140. The image capturedata may be streamed in real time or transferred after it is captured.In one embodiment, the computer may read image capture data direct froma camera to a memory for processing. In one embodiment, the imagecapture data may be formatted and stored (e.g., for later use), and theformat of the stored image capture data may be one of MPEG, AVI, WMV, orMOV, or some other video format. In another embodiment, the format ofthe stored image capture data may be one of BITMAP, JPEG, TIFF, PNG,GIF, or in some other image format.

FIG. 3 illustrates a hitting mat 120 according to an embodiment of thedisclosure. In one embodiment, the hitting mat 120 is a rectangular boxand it is disposed within the playing surface 110 such that a topsurface of the hitting mat 120 is substantially flush with a top surfaceof the playing surface 110. Those of ordinary skill in the art willappreciate that the position of the hitting mat 120 may be adjusted suchthat the top surface of the hitting mat 120 is on a plane that is aboveor below the top surface of the playing surface 110, as well as adjustedto be at an angle relative to the top surface of the playing surface110.

As illustrated in FIG. 3, the hitting mat 120 may include arrays ofsensor arrays 121, 122 and 123, and also may include marker 124 andmarker 125 for a physical golf ball to be placed. The hitting mat 120may also include a control box 126 (FIG. 4) that includes controlcircuitry for the arrays of sensor arrays 121, 122 and 123. In variousembodiments of the disclosure, each array of sensors includes five toten sensors that may be arranged in a line, however, those of ordinaryskill in the art will appreciate that the quantity and arrangement maybe varied to accommodate different architectures and design constraints.In one embodiment, sensor array 121 and sensor array 122 are positionedforward (in terms of physical golf ball flight) of marker 124, andsensor array 123 is positioned behind marker 124 and forward of marker125. In this embodiment, marker 125 is for putting, and triggeringsensor array 123 indicates that a user is putting. In other embodiments,different sensor arrangements may be used, for example, a pressuresensor under marker 125, instead of or in addition to sensor array 123.

FIG. 4 shows a side view of a gaming image capture system 400 for adarts competition. The system 400 shows a dart trajectory 402 in theform of an arc towards a dart board 404. There are four general posts406 defining a competition space. There are at least three image capturedevices 408, 410 and 412 which can accurately define the total path,results and image of movement of the dart. It would be preferred to haveeach of the three image capture devices 408, 410 and 412 to have anopposed image capture device which offer greater detail and inherentlymore accurate image data to the server. Optionally, there is also alight emitter 414 over the dart trajectory 402 to assure that allpossible data of the trajectory will be captured by the at least threeimage capture devices 408, 410 and 412. Any opposed image capturedevices must be in phase with the at least three image capture devices,but may be preferably aligned out of parallel or out of perpendicularitywith the at least three image capture devices so that greater detail onmovement, without mere parallel duplication can be provided. This formatcould also be used with football tosses, baseball pitches and any othertossing, throwing or hitting accuracy.

The differently positioned image capture devices have their individualimage data content integrated into coordinates that can be furtheranalyzed to assure accuracy.

In another embodiment, control logic associated with the sensor arraysmay be configured to detect the number of objects passing over thesensors to determine whether a full swing or a putting swing is beingtaken. For example, if one object passes over the arrays (the golf ball)then the control logic determines there was a putting swing. If twoobjects pass over the sensor arrays (a golf ball followed by a clubhead) then the control logic determines there was a full swing.

In operation of this example embodiment, the process may begin after thegaming system establishes a credit balance for a player (such as afteran acceptor of the gaming system receives and validates physicalcurrency or a physical ticket associated with a monetary value). Thegaming system receives a game-initiation input (such as an actuation ofa physical deal button or a virtual deal button via a touch screen) and,in response, places a wager on and initiates a play of a wagering gameassociated with a paytable, which may be used to assure a managementprofit, with payouts at slightly less than 1:1 (e.g., 75-95%). Thepaytable is determined based on the type of game being played and thewager (or in other embodiments the wagering game's denomination).

1. A method of executing a wagering event between at least two playerscomprising: a first physical sport activity player executing a physicalsport activity event while in view of a visual recording system having arange of view that encompasses a player's physical activities in thephysical sport activity event, said physical sport activity beingselected from the group consisting of golf, bowling, archery, basketballshooting, hitting a ball with a bat or racquet, darts, and fixedequipment exercise activities; recording on the visual recording systema single sport activity event or a series of sport activity events inwhich there is movement of an object in the physical sport activityevent for the single physical sport activity player in the at least onephysical sport activity event selected from the group consisting ofgolf, bowling, archery, basketball shooting, hitting a ball with a bator racquet, darts, and fixed equipment exercise activities by the singlephysical sport activity player and recording on the visual recordingsystem metric results for the movement of the object within that atleast one single physical sport activity event; transmitting as data therecording of the movement of the object in of the single physical sportactivity event or series of sport activity events and the metric resultsfor the single player to a central gaming server, the gaming serverstoring the data with an electronically readable name associated withthe first physical sport activity player; a second single physical sportactivity player executes an event of a same single physical sportactivity in which there is movement of an object in the physical sportactivity event with a same or different visual recording system toprovide data as a second single physical sport activity player recordingand metric results; transmitting as data the recording of the secondsingle physical sport activity event or series of single physical sportactivity events and the metric results for the second single physicalsport player to a central gaming server, the gaming server storing thedata with an electronically readable name associated with the secondsingle physical sport player; each of the single physical sport activityplayer and the second physical sport activity player agreeing to acompetitive wager for value determined by the central gaming servercomparing individual metrics for the movement of the object in thesingle physical sport activity player and the second physical sportactivity player for the single physical sport activity event; and thecentral gaming server comparing the metrics for the movement of theobject for the single physical sport activity player and the secondphysical sport activity player for the single physical sport activityevent and the central game server determining by a direct comparison ofthe individual metrics of the first single physical sport activityplayer and the second physical sport activity player a winner of thevalue of the competitive wager.
 2. The method of claim 1 wherein thecentral game server date stamps each transmission of data and associatesthat date stamp as well as the transmitted data with respectivemovements of an object by the single physical sport activity players andstores the transmitted data with the date stamp.
 3. The method of claim1 wherein metrics are compared by the central game server using a storedhandicapping value for the first single physical sport activity playerand the second single physical sport activity player.
 4. The method ofclaim 3 wherein the handicapping includes values of at least one ofdistance, speed, accuracy, time and score.
 5. The method of claim 1wherein the single sport activity event comprises golf and the visualrecording also includes visual or electronic measurement of golf clubhead speed and position at a moment of impact with a golf ball.
 6. Themethod of claim 1 wherein the single sport activity event comprises golfand the visual recording is converted into the transmitted data toinclude a metric based on an amount of energy transferred from a golfclub head to a golf ball as the object with movement, an amount of spinon the golf ball immediately after impact of the golf ball with the golfclub head, an angle at which the golf ball takes off after separationfrom the golf club head, how far the golf ball would travel in air underdefined ambient conditions, ball speed immediately after the golf ballleaves the golf club head, the sped of the golf club head at impact, anamount of loft on the golf club head face at a time of impact with thegolf ball, an amount of loft on the golf club head face at the time ofimpact with the golf ball, and a face angle for the golf club head face.7. The method of claim 6 wherein the central game server makes acomparison of multiple events of transmitted data for a single sportactivity player to assure that repeated data is not used in multiplewagering events.
 8. The method of claim 1 wherein cycling is the fixedequipment exercise activity and sensors are present on a stationarycycling apparatus to measure pedal speed, pedal resistance and time. 9.The method of claim 1 wherein shooting a basketball into a hoop is usedas the physical port activity and metrics transmitted include a scoreattained by the number of successful shots made.
 10. The method of claim1 wherein dart throwing at a target is used as the physical sportactivity and metrics transmitted include a score attained by individualdarts on a dart board.
 11. The method of claim 1 wherein the centralgame server randomly selects the first single physical sport activityplayer recording and metric results and the second single sport activityplayer recording and metric results to compete against each other. 12.The method of claim 10 wherein the random selection by the central gameserver is limited within ranges of handicapped abilities of the firstsingle sport activity player and the second single physical sportactivity player.
 13. The method of claim 1 wherein the selection of thefirst single physical sport activity player and the second single sportactivity player is commanded to the central game server by the firstsingle sport activity player and the second single sport activityplayer.
 14. The method of claim 6 wherein the selection of the firstsingle physical sport activity player and the second single physicalsport activity player is commanded to the central game server by thefirst single sport activity player and the second single sport activityplayer.
 15. The method of claim 1 wherein at least one of the firstsingle physical sport activity player and the second single physicalsport activity player can access memory of the central game server tohave an opponent's specific recording of the recorded single physicalsport activity event or a series of physical sport activity events, onlyafter the central game server has determined by a direct comparison ofthe individual metrics a winner of the value of the wager.
 16. Themethod of claim 4 wherein at least one of the first single physicalsport activity player and the second single physical sport activityplayer can access memory of and display a video feed from the centralgame server to have an opponent's specific recording of the recordedsingle physical sport activity event or a series of physical sportactivity events, only after the central game server has determined by adirect comparison of the individual metrics a winner of the value of thewager.
 17. The method of claim 14 wherein the method further comprises amethod for displaying content on a client device, the method comprising:receiving the video feed; receiving a spatiotemporal index correspondingto the filmed occurrence from the central gaming server, wherein thespatiotemporal index indexes information relating to events and objectscaptured in the video feed as a function of respective video frames inwhich the sports activity events and objects are detected; outputting avideo corresponding to the video feed via a user interface of a sportactivity player device; receiving a user command via a user interface onthe sport activity player device to display content.
 18. A method ofexecuting a wagering event between at least two players comprising: afirst physical sport activity player executing a physical sport activityin which there is movement of an object in the physical sport activitywhile the object is in view of a visual recording system having at leasttwo digital cameras with a combined range of view that encompasses aplayer's physical activities in causing the movement of the object inthe physical sport activity, said physical sport activity being selectedfrom the group consisting of golf, bowling, archery, basketballshooting, hitting a ball with a bat or racquet, darts, and fixedequipment exercise activities; recording on the visual recording systema single sport activity event or a series of sport activity events inwhich there is movement of the object in the physical sport activityevent within the combined range of view for the first single physicalsport activity player in at least one physical sport activity selectedfrom the group consisting of golf, bowling, archery, basketballshooting, hitting a ball with a bat or racquet, darts, and fixedequipment exercise activities for the first single physical sportactivity player and metric results for that at least one first singlesport activity event; transmitting as data the recording of the firstsingle physical sport activity event or series of sport activity eventsand the metric results in which there is movement of an object in thephysical sport activity for the first single physical sport activityplayer to a central gaming server, the gaming server storing the datawith an electronically readable name associated with the first singlephysical sport activity player; a second single physical sport activityplayer executes an event of a same single physical sport activity eventwith movement of an object with a same or different visual recordingsystem having at least two digital cameras with a combined range of viewthat encompasses a second player's physical activities in the physicalsport activity event to provide a second single physical sport activityplayer recording and metric results; transmitting as data the recordingof the second single physical sport activity event or series of singlephysical sport activity events and the metric results for the movementof the object in the physical sport activity of the second singlephysical sport player to a central gaming server, the gaming serverstoring the data with an electronically readable name associated withthe second single physical sport player; each of the first singlephysical sport activity player and the second physical sport activityplayer agreeing to a competitive wager for value determined by thecentral gaming server comparing individual metrics for movement of theobject in the single physical sport activity player and the secondphysical sport activity player for the single sport activity event; andthe central gaming server comparing the metrics for movement of theobject in the single physical sport activity player and the secondphysical sport activity player for the single physical sport activityevent and the central game server determining by a direct comparison ofthe individual metrics a winner of the first single physical sportactivity player and the second physical sport activity player of thevalue of the competitive wager.
 19. The method of claim 18 wherein thesingle physical sport activity event is hitting golf balls as themovement of the object off a mat using golf clubs.
 20. The method ofclaim 18 wherein the single physical sport activity event is selectedfrom the group consisting of shooting basketballs into a hoop as themovement of the object and throwing darts at a dart board as themovement of the object.